Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "122" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 88 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 86 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459905 | digital_ok | 100.00% | 99.89% | 0.00% | 0.00% | - | - | 24.165427 | 6.603317 | 10.761329 | 0.387341 | 12.001305 | 1.014326 | 4.886208 | -0.704992 | 0.0887 | 0.6993 | 0.4960 | nan | nan |
| 2459904 | digital_ok | 100.00% | 99.51% | 0.00% | 0.00% | - | - | 24.255568 | 6.414419 | 11.762393 | 0.433746 | 8.642746 | 1.086579 | 10.027987 | -0.488384 | 0.0922 | 0.6980 | 0.4945 | nan | nan |
| 2459903 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 26.004366 | 6.792496 | 11.498298 | 0.344692 | 6.910193 | 1.076170 | 9.464060 | -0.377602 | 0.0813 | 0.6999 | 0.4903 | nan | nan |
| 2459902 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.397471 | 7.931754 | -0.697174 | 0.232314 | 3.424453 | 0.899100 | 0.044721 | -0.518881 | 0.6916 | 0.7008 | 0.3780 | nan | nan |
| 2459901 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.654174 | 8.004717 | -0.667545 | 0.380115 | 1.527839 | 1.423309 | 0.042801 | -0.457707 | 0.6957 | 0.7032 | 0.3899 | nan | nan |
| 2459900 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.349354 | 7.055250 | -0.745102 | 0.395463 | 1.382739 | 1.915595 | -0.292880 | -0.457130 | 0.6481 | 0.6717 | 0.3303 | nan | nan |
| 2459898 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.041865 | 6.469288 | -0.710879 | 0.300208 | 4.091148 | 1.056229 | -0.236933 | -0.365592 | 0.6955 | 0.7075 | 0.3852 | nan | nan |
| 2459897 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.781143 | 6.239839 | -0.889149 | 0.411686 | 2.623136 | 1.266855 | -0.180079 | -0.388054 | 0.6979 | 0.7005 | 0.3840 | nan | nan |
| 2459896 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.842021 | 6.565817 | -0.890910 | 0.265186 | 3.736796 | 0.554141 | 0.913675 | -0.421182 | 0.6978 | 0.7024 | 0.3833 | nan | nan |
| 2459895 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.281817 | 7.991479 | -1.023853 | 0.308619 | 2.352548 | 1.063280 | -0.675044 | 0.395041 | 0.7837 | 0.7730 | 0.2438 | nan | nan |
| 2459894 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.560497 | 7.603104 | -1.123077 | 0.421333 | 2.597018 | 0.675694 | 0.088876 | -0.769995 | 0.7033 | 0.6985 | 0.3730 | nan | nan |
| 2459893 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.699717 | 7.877968 | -0.918777 | 0.338013 | 3.585674 | 0.657543 | -0.444081 | -0.492737 | 0.7067 | 0.7093 | 0.3722 | nan | nan |
| 2459892 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.495704 | 7.651623 | -1.089025 | 0.298524 | 2.583367 | 0.872003 | 0.033439 | -0.545297 | 0.7039 | 0.7143 | 0.3736 | nan | nan |
| 2459891 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.955223 | 6.876856 | -1.135038 | 0.422136 | 6.652768 | 0.363782 | -0.029031 | -0.446018 | 0.7006 | 0.7094 | 0.3773 | nan | nan |
| 2459890 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.104307 | 7.415090 | -1.087828 | 0.480979 | 1.377146 | 0.447768 | 2.197086 | -0.984013 | 0.7028 | 0.7069 | 0.3778 | nan | nan |
| 2459889 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.131937 | 7.990465 | -1.297531 | 0.324398 | 2.068692 | 0.930066 | -0.069247 | -0.496793 | 0.7091 | 0.7107 | 0.3724 | nan | nan |
| 2459888 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.330696 | 6.736913 | -1.029746 | 0.366223 | 2.561380 | 0.443384 | -0.404045 | -0.403672 | 0.7237 | 0.7287 | 0.3647 | nan | nan |
| 2459887 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.650731 | 6.988493 | -0.793527 | 0.265601 | 2.919725 | 0.605137 | 0.563769 | -0.304300 | 0.7085 | 0.7126 | 0.3770 | nan | nan |
| 2459886 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.215055 | 8.400393 | -0.798210 | 0.120248 | 26.094625 | 31.176770 | 1.747915 | 2.642643 | 0.7821 | 0.7703 | 0.3084 | nan | nan |
| 2459885 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.475062 | 11.699913 | 8.444890 | 1.081185 | 47.156605 | -1.074223 | 3.302880 | -1.191637 | 0.7469 | 0.7443 | 0.3302 | nan | nan |
| 2459884 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.119110 | 7.221250 | 0.438338 | 0.230413 | 2.799023 | 0.240601 | 3.900861 | -0.744736 | 0.7103 | 0.7071 | 0.3780 | nan | nan |
| 2459883 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.719083 | 8.832202 | 9.083839 | 0.701133 | 28.135449 | -0.480438 | 6.870937 | -0.683273 | 0.6986 | 0.7093 | 0.3761 | nan | nan |
| 2459882 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 16.370748 | 15.029644 | 4.693961 | 1.536973 | 3.015627 | -0.099590 | 2.285943 | -0.787014 | 0.7065 | 0.7093 | 0.3670 | nan | nan |
| 2459881 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.831219 | 8.580755 | 5.275076 | 1.201313 | 4.656541 | -0.515844 | 2.163199 | -1.437352 | 0.7417 | 0.7539 | 0.3204 | nan | nan |
| 2459880 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.323024 | 10.282431 | 8.485894 | 1.146785 | 10.536349 | -0.125837 | 2.794140 | -1.008458 | 0.6969 | 0.7093 | 0.3850 | nan | nan |
| 2459879 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.685054 | 5.903651 | 1.122208 | 0.466044 | 2.224056 | 0.025589 | 2.362433 | -0.426782 | 0.6930 | 0.6990 | 0.3877 | nan | nan |
| 2459878 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.166427 | 9.356592 | 9.048368 | 1.313773 | 7.924683 | -0.657436 | 1.861855 | -0.846232 | 0.6966 | 0.7073 | 0.3849 | nan | nan |
| 2459876 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.174774 | 10.020298 | 1.579173 | 1.308511 | 9.170060 | -0.758380 | 0.453491 | -0.206581 | 0.7213 | 0.7018 | 0.3805 | nan | nan |
| 2459875 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 13.104789 | 11.225913 | 1.034854 | 1.669580 | 6.880883 | -0.829420 | -0.448105 | -0.830341 | 0.7298 | 0.7302 | 0.3826 | nan | nan |
| 2459874 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 17.574052 | 15.604966 | 0.054629 | 0.409384 | 5.545929 | -1.153182 | 0.210689 | -0.700660 | 0.7183 | 0.6956 | 0.3755 | nan | nan |
| 2459873 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 13.588360 | 11.559874 | 0.409752 | 1.135505 | 2.812452 | -0.352986 | -0.404813 | -0.789333 | 0.7231 | 0.7015 | 0.3717 | nan | nan |
| 2459872 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.316104 | 10.593117 | 0.920668 | 1.464548 | 6.048875 | -0.860174 | -0.136828 | -0.942766 | 0.7144 | 0.6907 | 0.3880 | nan | nan |
| 2459871 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.129896 | 8.322650 | 0.885249 | 1.393559 | 4.983159 | -0.869978 | -0.223723 | -0.919884 | 0.7214 | 0.6943 | 0.3802 | nan | nan |
| 2459870 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 15.667059 | 13.613145 | 0.490047 | 0.758605 | 2.172523 | -0.473809 | 0.020724 | -0.949040 | 0.7282 | 0.7121 | 0.3759 | nan | nan |
| 2459869 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.903796 | 12.292526 | 0.478006 | 0.777370 | 5.034311 | -1.305668 | 0.060548 | -0.964432 | 0.7325 | 0.7272 | 0.3720 | nan | nan |
| 2459868 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 14.690091 | 12.959975 | 0.895303 | 1.584106 | 2.428285 | -1.450877 | 0.290597 | -1.087334 | 0.7166 | 0.6998 | 0.3897 | nan | nan |
| 2459867 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.211932 | 9.231576 | 0.528094 | 1.054720 | 3.458733 | -0.321903 | 0.205004 | -0.901822 | 0.7286 | 0.7089 | 0.3885 | nan | nan |
| 2459866 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.332333 | 10.479645 | 0.642551 | 1.205935 | 3.089217 | -0.810267 | -0.300847 | -1.231161 | 0.7276 | 0.7089 | 0.3835 | nan | nan |
| 2459865 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 13.618712 | 12.095130 | 3.015457 | 1.931379 | 4.403501 | -0.849036 | 0.377194 | -0.779535 | 0.7440 | 0.7224 | 0.3524 | nan | nan |
| 2459864 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 15.200711 | 12.075219 | -0.028070 | 2.183328 | 0.776879 | -0.107180 | 0.198576 | -0.369924 | 0.7230 | 0.7013 | 0.4004 | nan | nan |
| 2459863 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.693750 | 8.663424 | 0.216358 | 1.141395 | 1.202708 | -0.812474 | -0.217845 | -0.856836 | 0.7179 | 0.6914 | 0.3925 | nan | nan |
| 2459862 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.406086 | 9.115450 | 0.231079 | 2.305930 | 1.050943 | -0.977727 | -0.283330 | -0.806184 | 0.6995 | 0.7105 | 0.4125 | nan | nan |
| 2459861 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.208916 | 7.116566 | 0.456171 | 1.239418 | 1.451525 | 0.017070 | -0.016019 | -0.684853 | 0.7280 | 0.6916 | 0.4072 | nan | nan |
| 2459860 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.041969 | 7.943916 | 0.327551 | 1.431139 | 5.242128 | -1.237021 | 0.002533 | -0.849141 | 0.7359 | 0.7009 | 0.3996 | nan | nan |
| 2459859 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.461070 | 6.386601 | 0.618072 | 1.192191 | 1.949233 | 0.422576 | -0.239187 | -0.639632 | 0.7396 | 0.7075 | 0.3966 | nan | nan |
| 2459858 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.071563 | 7.054230 | 0.536411 | 1.160621 | 3.111423 | 0.274667 | -0.177360 | -0.673496 | 0.7484 | 0.7111 | 0.4085 | 3.180090 | 2.679433 |
| 2459857 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 8.024433 | 7.199633 | 2.614667 | 1.950572 | 11.435179 | 2.617015 | 9.691350 | 5.393299 | 0.0234 | 0.0233 | 0.0004 | nan | nan |
| 2459856 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.810748 | 10.198358 | 0.538464 | 1.065700 | 1.346119 | -1.065851 | 0.020092 | -0.656980 | 0.7404 | 0.7255 | 0.3891 | 2.857976 | 2.584962 |
| 2459855 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.452831 | 11.131423 | 0.148371 | 1.140930 | 1.508800 | -0.311589 | -0.472272 | -1.103611 | 0.7270 | 0.7396 | 0.4191 | 2.778502 | 2.481233 |
| 2459854 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.744683 | 11.526655 | -0.015027 | 0.503117 | 1.932921 | -0.464159 | -0.090598 | -1.024186 | 0.7379 | 0.7559 | 0.4295 | 3.217548 | 2.746195 |
| 2459853 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.495028 | 8.915978 | 0.047823 | 0.783234 | 2.712134 | -0.811498 | 0.140086 | -0.869521 | 0.7627 | 0.7182 | 0.4120 | 3.516971 | 2.914458 |
| 2459852 | digital_ok | 100.00% | 29.19% | 29.19% | 0.00% | 100.00% | 0.00% | 7.493119 | 8.201914 | -0.226681 | 1.000442 | 4.482274 | -0.605108 | -0.389488 | 0.560985 | 0.6290 | 0.6163 | 0.1383 | 4.393287 | 4.245818 |
| 2459851 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.285023 | 7.868445 | 0.051219 | 1.147329 | 4.351614 | 0.000699 | 0.724689 | 0.160114 | 0.7844 | 0.7597 | 0.3136 | 3.387234 | 2.379464 |
| 2459850 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.377395 | 9.023497 | 0.010880 | 0.801176 | 2.990391 | -0.672624 | 0.510384 | -0.771840 | 0.7657 | 0.7758 | 0.3428 | 3.220553 | 2.770202 |
| 2459849 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.901040 | 10.260435 | 0.829683 | 1.613400 | 2.676992 | -0.979205 | 0.434400 | -0.916686 | 0.7646 | 0.7677 | 0.3486 | 4.370323 | 3.671344 |
| 2459848 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.669553 | 9.513934 | 0.957312 | 0.431995 | 8.653594 | -0.813739 | -0.220422 | -0.970924 | 0.7423 | 0.7687 | 0.3717 | 4.149993 | 3.494438 |
| 2459847 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.619106 | 10.806757 | 0.452259 | 0.557925 | 1.938960 | -0.092889 | -0.656396 | -1.103296 | 0.7475 | 0.7095 | 0.4190 | 10.996789 | 8.289428 |
| 2459846 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.873618 | 10.772426 | 0.535851 | 0.353208 | 1.161838 | -0.715829 | 0.906229 | -0.776305 | 0.8530 | 0.6960 | 0.4739 | 3.397692 | 2.514401 |
| 2459845 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459844 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459843 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459842 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.451461 | 5.252821 | 3.239215 | 1.032939 | -0.401029 | 0.438647 | -0.040687 | 0.157289 | 0.7586 | 0.7135 | 0.2437 | 4.690704 | 4.170410 |
| 2459841 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459840 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 64.397293 | 66.179567 | 8.436532 | 5.938757 | 3.403010 | 2.963029 | 10.946259 | 8.305605 | 0.0213 | 0.0214 | 0.0004 | nan | nan |
| 2459839 | digital_ok | 100.00% | - | - | - | - | - | 16.369120 | 17.144719 | 19.972820 | 14.510614 | 4.308745 | 1.817786 | 15.019660 | 10.610010 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.749563 | 6.231210 | 7.328814 | 1.603513 | -0.531235 | 0.303864 | -0.408758 | -0.783899 | 0.7572 | 0.7392 | 0.3750 | 4.936652 | 4.583352 |
| 2459835 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459833 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459832 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.868050 | 10.670390 | 0.892009 | 0.263279 | 1.095277 | -0.162652 | -0.422933 | -0.936179 | 0.8274 | 0.5826 | 0.5610 | 4.382992 | 3.452144 |
| 2459831 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.420230 | 17.430902 | 21.210294 | 15.533619 | 4.148305 | 3.625637 | 10.178740 | 8.196339 | 0.0219 | 0.0229 | 0.0011 | nan | nan |
| 2459830 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.878295 | 11.883761 | 1.283817 | 0.945629 | -1.471225 | -0.687794 | 0.367298 | 0.298506 | 0.8274 | 0.5948 | 0.5438 | 6.377111 | 5.247649 |
| 2459829 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.948846 | 13.365645 | 0.524485 | 1.150128 | 1.645627 | -0.527269 | 1.148417 | 0.515199 | 0.7777 | 0.7036 | 0.3912 | -0.000000 | -0.000000 |
| 2459828 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.851952 | 9.622128 | 0.465991 | 0.736978 | -0.560515 | -0.089811 | -0.146665 | -1.003435 | 0.8248 | 0.6049 | 0.5263 | 0.000000 | 0.000000 |
| 2459827 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.894335 | 11.174520 | 1.425591 | 1.887365 | 0.698904 | -0.974596 | -0.561465 | -0.954810 | 0.7853 | 0.7113 | 0.3940 | 5.287544 | 4.597474 |
| 2459826 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.604653 | 8.902226 | 1.722419 | 1.622153 | -0.133389 | 1.201413 | -0.138706 | -0.284811 | 0.8241 | 0.6214 | 0.4995 | 0.000000 | 0.000000 |
| 2459825 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.707980 | 8.862374 | 0.826567 | 0.319633 | -0.753569 | -0.700291 | -0.588731 | -0.703900 | 0.8279 | 0.6459 | 0.4900 | 3.713285 | 3.079478 |
| 2459824 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.136881 | 8.491442 | 0.917719 | 0.666068 | -0.215977 | -0.939857 | 0.021046 | -0.285394 | 0.7613 | 0.7757 | 0.3289 | 3.466231 | 3.404772 |
| 2459823 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.134794 | 7.107214 | 1.633201 | 1.127315 | 1.184904 | -0.022693 | 1.219938 | 1.421897 | 0.7940 | 0.6882 | 0.4372 | 8.950929 | 3.816369 |
| 2459822 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.859128 | 9.164591 | 1.217182 | 1.237439 | -0.366396 | 0.074455 | 0.253659 | 0.777471 | 0.8242 | 0.6595 | 0.4881 | 6.194340 | 4.868198 |
| 2459821 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.770131 | 9.148606 | 1.137084 | 1.439498 | -1.320938 | -0.330954 | -1.524006 | -0.983546 | 0.8244 | 0.6699 | 0.4848 | 3.330433 | 2.894288 |
| 2459820 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.681101 | 10.684102 | 1.113501 | 1.744426 | 0.716192 | -0.159959 | 0.925632 | 0.967738 | 0.7973 | 0.7166 | 0.3897 | 6.269754 | 5.235428 |
| 2459817 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.299765 | 7.979678 | 0.695269 | 0.974410 | -0.674557 | -0.239194 | -0.557095 | -0.638414 | 0.8258 | 0.6994 | 0.4856 | 3.255052 | 3.005672 |
| 2459816 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.959407 | 7.931058 | 1.697313 | 0.805615 | -0.405549 | 0.176679 | 0.900059 | 0.516718 | 0.8630 | 0.6424 | 0.5632 | 4.618745 | 3.792424 |
| 2459815 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.515087 | 7.327675 | 1.446847 | 0.980544 | 0.005883 | -0.062579 | 0.110202 | 0.427404 | 0.8267 | 0.7140 | 0.4897 | 4.475268 | 4.007532 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.781185 | 14.795263 | 0.557961 | 1.323179 | 0.925682 | 1.195292 | 0.647082 | 1.007496 | 0.0909 | 0.0837 | 0.0178 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 24.165427 | 6.603317 | 24.165427 | 0.387341 | 10.761329 | 1.014326 | 12.001305 | -0.704992 | 4.886208 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 24.255568 | 6.414419 | 24.255568 | 0.433746 | 11.762393 | 1.086579 | 8.642746 | -0.488384 | 10.027987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 26.004366 | 6.792496 | 26.004366 | 0.344692 | 11.498298 | 1.076170 | 6.910193 | -0.377602 | 9.464060 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.397471 | 9.397471 | 7.931754 | -0.697174 | 0.232314 | 3.424453 | 0.899100 | 0.044721 | -0.518881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.654174 | 9.654174 | 8.004717 | -0.667545 | 0.380115 | 1.527839 | 1.423309 | 0.042801 | -0.457707 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.349354 | 8.349354 | 7.055250 | -0.745102 | 0.395463 | 1.382739 | 1.915595 | -0.292880 | -0.457130 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.041865 | 6.469288 | 8.041865 | 0.300208 | -0.710879 | 1.056229 | 4.091148 | -0.365592 | -0.236933 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 7.781143 | 6.239839 | 7.781143 | 0.411686 | -0.889149 | 1.266855 | 2.623136 | -0.388054 | -0.180079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 7.842021 | 6.565817 | 7.842021 | 0.265186 | -0.890910 | 0.554141 | 3.736796 | -0.421182 | 0.913675 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.281817 | 9.281817 | 7.991479 | -1.023853 | 0.308619 | 2.352548 | 1.063280 | -0.675044 | 0.395041 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.560497 | 7.603104 | 9.560497 | 0.421333 | -1.123077 | 0.675694 | 2.597018 | -0.769995 | 0.088876 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.699717 | 9.699717 | 7.877968 | -0.918777 | 0.338013 | 3.585674 | 0.657543 | -0.444081 | -0.492737 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.495704 | 7.651623 | 9.495704 | 0.298524 | -1.089025 | 0.872003 | 2.583367 | -0.545297 | 0.033439 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.955223 | 8.955223 | 6.876856 | -1.135038 | 0.422136 | 6.652768 | 0.363782 | -0.029031 | -0.446018 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.104307 | 7.415090 | 9.104307 | 0.480979 | -1.087828 | 0.447768 | 1.377146 | -0.984013 | 2.197086 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 10.131937 | 10.131937 | 7.990465 | -1.297531 | 0.324398 | 2.068692 | 0.930066 | -0.069247 | -0.496793 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.330696 | 6.736913 | 8.330696 | 0.366223 | -1.029746 | 0.443384 | 2.561380 | -0.403672 | -0.404045 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.650731 | 6.988493 | 8.650731 | 0.265601 | -0.793527 | 0.605137 | 2.919725 | -0.304300 | 0.563769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Temporal Variability | 31.176770 | 10.215055 | 8.400393 | -0.798210 | 0.120248 | 26.094625 | 31.176770 | 1.747915 | 2.642643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Temporal Variability | 47.156605 | 11.699913 | 12.475062 | 1.081185 | 8.444890 | -1.074223 | 47.156605 | -1.191637 | 3.302880 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.119110 | 7.221250 | 8.119110 | 0.230413 | 0.438338 | 0.240601 | 2.799023 | -0.744736 | 3.900861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Temporal Variability | 28.135449 | 8.832202 | 9.719083 | 0.701133 | 9.083839 | -0.480438 | 28.135449 | -0.683273 | 6.870937 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 16.370748 | 15.029644 | 16.370748 | 1.536973 | 4.693961 | -0.099590 | 3.015627 | -0.787014 | 2.285943 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.831219 | 8.580755 | 9.831219 | 1.201313 | 5.275076 | -0.515844 | 4.656541 | -1.437352 | 2.163199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.323024 | 10.282431 | 11.323024 | 1.146785 | 8.485894 | -0.125837 | 10.536349 | -1.008458 | 2.794140 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 6.685054 | 5.903651 | 6.685054 | 0.466044 | 1.122208 | 0.025589 | 2.224056 | -0.426782 | 2.362433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 10.166427 | 9.356592 | 10.166427 | 1.313773 | 9.048368 | -0.657436 | 7.924683 | -0.846232 | 1.861855 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.174774 | 11.174774 | 10.020298 | 1.579173 | 1.308511 | 9.170060 | -0.758380 | 0.453491 | -0.206581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 13.104789 | 13.104789 | 11.225913 | 1.034854 | 1.669580 | 6.880883 | -0.829420 | -0.448105 | -0.830341 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 17.574052 | 17.574052 | 15.604966 | 0.054629 | 0.409384 | 5.545929 | -1.153182 | 0.210689 | -0.700660 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 13.588360 | 13.588360 | 11.559874 | 0.409752 | 1.135505 | 2.812452 | -0.352986 | -0.404813 | -0.789333 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 12.316104 | 10.593117 | 12.316104 | 1.464548 | 0.920668 | -0.860174 | 6.048875 | -0.942766 | -0.136828 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 10.129896 | 8.322650 | 10.129896 | 1.393559 | 0.885249 | -0.869978 | 4.983159 | -0.919884 | -0.223723 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 15.667059 | 15.667059 | 13.613145 | 0.490047 | 0.758605 | 2.172523 | -0.473809 | 0.020724 | -0.949040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 12.903796 | 12.903796 | 12.292526 | 0.478006 | 0.777370 | 5.034311 | -1.305668 | 0.060548 | -0.964432 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 14.690091 | 14.690091 | 12.959975 | 0.895303 | 1.584106 | 2.428285 | -1.450877 | 0.290597 | -1.087334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.211932 | 11.211932 | 9.231576 | 0.528094 | 1.054720 | 3.458733 | -0.321903 | 0.205004 | -0.901822 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 12.332333 | 10.479645 | 12.332333 | 1.205935 | 0.642551 | -0.810267 | 3.089217 | -1.231161 | -0.300847 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 13.618712 | 13.618712 | 12.095130 | 3.015457 | 1.931379 | 4.403501 | -0.849036 | 0.377194 | -0.779535 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 15.200711 | 12.075219 | 15.200711 | 2.183328 | -0.028070 | -0.107180 | 0.776879 | -0.369924 | 0.198576 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 10.693750 | 10.693750 | 8.663424 | 0.216358 | 1.141395 | 1.202708 | -0.812474 | -0.217845 | -0.856836 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.406086 | 11.406086 | 9.115450 | 0.231079 | 2.305930 | 1.050943 | -0.977727 | -0.283330 | -0.806184 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.208916 | 7.116566 | 8.208916 | 1.239418 | 0.456171 | 0.017070 | 1.451525 | -0.684853 | -0.016019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.041969 | 9.041969 | 7.943916 | 0.327551 | 1.431139 | 5.242128 | -1.237021 | 0.002533 | -0.849141 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 7.461070 | 7.461070 | 6.386601 | 0.618072 | 1.192191 | 1.949233 | 0.422576 | -0.239187 | -0.639632 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.071563 | 7.054230 | 8.071563 | 1.160621 | 0.536411 | 0.274667 | 3.111423 | -0.673496 | -0.177360 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Temporal Variability | 11.435179 | 7.199633 | 8.024433 | 1.950572 | 2.614667 | 2.617015 | 11.435179 | 5.393299 | 9.691350 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.810748 | 11.810748 | 10.198358 | 0.538464 | 1.065700 | 1.346119 | -1.065851 | 0.020092 | -0.656980 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 13.452831 | 11.131423 | 13.452831 | 1.140930 | 0.148371 | -0.311589 | 1.508800 | -1.103611 | -0.472272 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 13.744683 | 11.526655 | 13.744683 | 0.503117 | -0.015027 | -0.464159 | 1.932921 | -1.024186 | -0.090598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 10.495028 | 8.915978 | 10.495028 | 0.783234 | 0.047823 | -0.811498 | 2.712134 | -0.869521 | 0.140086 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Shape | 8.201914 | 7.493119 | 8.201914 | -0.226681 | 1.000442 | 4.482274 | -0.605108 | -0.389488 | 0.560985 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.285023 | 9.285023 | 7.868445 | 0.051219 | 1.147329 | 4.351614 | 0.000699 | 0.724689 | 0.160114 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 10.377395 | 10.377395 | 9.023497 | 0.010880 | 0.801176 | 2.990391 | -0.672624 | 0.510384 | -0.771840 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.901040 | 11.901040 | 10.260435 | 0.829683 | 1.613400 | 2.676992 | -0.979205 | 0.434400 | -0.916686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 10.669553 | 9.513934 | 10.669553 | 0.431995 | 0.957312 | -0.813739 | 8.653594 | -0.970924 | -0.220422 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.619106 | 10.806757 | 11.619106 | 0.557925 | 0.452259 | -0.092889 | 1.938960 | -1.103296 | -0.656396 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.873618 | 11.873618 | 10.772426 | 0.535851 | 0.353208 | 1.161838 | -0.715829 | 0.906229 | -0.776305 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Shape | 5.252821 | 3.451461 | 5.252821 | 3.239215 | 1.032939 | -0.401029 | 0.438647 | -0.040687 | 0.157289 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Shape | 66.179567 | 64.397293 | 66.179567 | 8.436532 | 5.938757 | 3.403010 | 2.963029 | 10.946259 | 8.305605 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Power | 19.972820 | 17.144719 | 16.369120 | 14.510614 | 19.972820 | 1.817786 | 4.308745 | 10.610010 | 15.019660 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Power | 7.328814 | 6.231210 | 6.749563 | 1.603513 | 7.328814 | 0.303864 | -0.531235 | -0.783899 | -0.408758 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 13.868050 | 13.868050 | 10.670390 | 0.892009 | 0.263279 | 1.095277 | -0.162652 | -0.422933 | -0.936179 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Power | 21.210294 | 16.420230 | 17.430902 | 21.210294 | 15.533619 | 4.148305 | 3.625637 | 10.178740 | 8.196339 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 12.878295 | 12.878295 | 11.883761 | 1.283817 | 0.945629 | -1.471225 | -0.687794 | 0.367298 | 0.298506 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 16.948846 | 13.365645 | 16.948846 | 1.150128 | 0.524485 | -0.527269 | 1.645627 | 0.515199 | 1.148417 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 10.851952 | 9.622128 | 10.851952 | 0.736978 | 0.465991 | -0.089811 | -0.560515 | -1.003435 | -0.146665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 12.894335 | 12.894335 | 11.174520 | 1.425591 | 1.887365 | 0.698904 | -0.974596 | -0.561465 | -0.954810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.604653 | 8.902226 | 9.604653 | 1.622153 | 1.722419 | 1.201413 | -0.133389 | -0.284811 | -0.138706 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.707980 | 8.862374 | 9.707980 | 0.319633 | 0.826567 | -0.700291 | -0.753569 | -0.703900 | -0.588731 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 11.136881 | 11.136881 | 8.491442 | 0.917719 | 0.666068 | -0.215977 | -0.939857 | 0.021046 | -0.285394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.134794 | 7.107214 | 8.134794 | 1.127315 | 1.633201 | -0.022693 | 1.184904 | 1.421897 | 1.219938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.859128 | 9.859128 | 9.164591 | 1.217182 | 1.237439 | -0.366396 | 0.074455 | 0.253659 | 0.777471 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.770131 | 9.148606 | 9.770131 | 1.439498 | 1.137084 | -0.330954 | -1.320938 | -0.983546 | -1.524006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 12.681101 | 12.681101 | 10.684102 | 1.113501 | 1.744426 | 0.716192 | -0.159959 | 0.925632 | 0.967738 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.299765 | 9.299765 | 7.979678 | 0.695269 | 0.974410 | -0.674557 | -0.239194 | -0.557095 | -0.638414 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 9.959407 | 7.931058 | 9.959407 | 0.805615 | 1.697313 | 0.176679 | -0.405549 | 0.516718 | 0.900059 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 8.515087 | 7.327675 | 8.515087 | 0.980544 | 1.446847 | -0.062579 | 0.005883 | 0.427404 | 0.110202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122 | N08 | digital_ok | ee Shape | 16.781185 | 14.795263 | 16.781185 | 1.323179 | 0.557961 | 1.195292 | 0.925682 | 1.007496 | 0.647082 |